Pulse
2026-09-18-v3.0
Dataset
2026-09-18-v3.0
Ruleset
b2e8889c66f7
Scanned
2026-09-16
Window
February–September 15, 2026
Local to this browser

01Result

peass-ng/PEASS-ng ↗

peass-ng/PEASS-ng AI coding statistics: 4.8%

of 167 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
4.8% agent · top contributor 62.5%4 contributors
team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

8
agent commits
159
other considered commits
4
agent contributors
62.5%
largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

8assisted
0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached. Across the whole index, 96% of agent commits are assisted.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-022.2%45
2026-035.3%19
2026-040%17
2026-050%10
2026-0615.6%32
2026-070%8
2026-080%15
2026-094.8%21

Peak month: 15.6%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic63.6%
GitHub CopilotGitHub21.2%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

  • 69b2d6fb on GitHubfix(links): repoint remaining hacktricks .wiki URLs that 404 after book reClaude Code
  • f4c29dbb on GitHubci: build, wait and merge windows definition PRs inline (no workflow_run/PClaude Code
  • e1930301 on GitHubci: probe CODEX_FIXER_TOKEN contents/PR write (temporary)Claude Code
  • ac31bcef on GitHubfeat: detect hidden group access via newgrp (gshadow desync) (#625)GitHub Copilot
  • 39e47592 on GitHubAuto-merge PR #605 (Chack Agent)GitHub Copilot

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window203
Merge commits removed−16
CI / dependency bots removed−20
Considered167

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

05Provenance

Pinned to a source state

This observation names the repository state, release, and detector that produced it. Use these identifiers when reproducing or citing the result.

Dataset release
2026-09-18-v3.0
Scan date
2026-09-16
Ruleset
sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae
Canonical repository
peass-ng/PEASS-ng
Default branch
master
Resolved HEAD
111cd0ecd4d2fec1c5c67b995394cd7d08a15c89 ↗
Resolved
2026-09-16
Measurement window
February–September 15, 2026
Download observation JSONDeterministic export · same values as this page

06Peer context

Position among comparable repositories

The cohort uses the same release and measurement window, then narrows to the repository’s ecosystem and removes low-activity observations.

CohortC# · 21 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 10 of 31 ecosystem repositories excluded
Agent-commit share position55th percentile

Midrank percentile; equal shares split the tied positions.

Repository
4.8%
Cohort median
2.1%
Share rank
10 / 21
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 21.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →GitHub AI commit analyzerInspect another repository with the same evidence model →
Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli peass-ng/PEASS-ng

Scan another repository

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